Spectral Methods for Uncertainty Quantification With Applications to Computational Fluid Dynamics /
This book presents applications of spectral methods to problems of uncertainty propagation and quantification in model-based computations, focusing on the computational and algorithmic features of these methods most useful in dealing with models based on partial differential equations, in particular...
Κύριοι συγγραφείς: | , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Dordrecht :
Springer Netherlands,
2010.
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Σειρά: | Scientific Computation,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Introduction: Uncertainty Quantification and Propagation
- Basic Formulations
- Spectral Expansions
- Non-intrusive Methods
- Galerkin Methods
- Detailed Elementary Applications
- Application to Navier-Stokes Equations
- Advanced topics
- Solvers for Stochastic Galerkin Problems
- Wavelet and Multiresolution Analysis Schemes
- Adaptive Methods
- Epilogue.